EP3616048A4 - INTERACTION OF MACHINE LEARNING COMMANDS - Google Patents

INTERACTION OF MACHINE LEARNING COMMANDS Download PDF

Info

Publication number
EP3616048A4
EP3616048A4 EP17907162.6A EP17907162A EP3616048A4 EP 3616048 A4 EP3616048 A4 EP 3616048A4 EP 17907162 A EP17907162 A EP 17907162A EP 3616048 A4 EP3616048 A4 EP 3616048A4
Authority
EP
European Patent Office
Prior art keywords
interaction
machine learning
learning commands
commands
machine
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP17907162.6A
Other languages
German (de)
French (fr)
Other versions
EP3616048A1 (en
Inventor
Christian PERONE
Thomas PAULA
Roberto Pereia SILVEIRA
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hewlett Packard Development Co LP
Original Assignee
Hewlett Packard Development Co LP
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hewlett Packard Development Co LP filed Critical Hewlett Packard Development Co LP
Publication of EP3616048A1 publication Critical patent/EP3616048A1/en
Publication of EP3616048A4 publication Critical patent/EP3616048A4/en
Withdrawn legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/32—Circuits or arrangements for control or supervision between transmitter and receiver or between image input and image output device, e.g. between a still-image camera and its memory or between a still-image camera and a printer device
    • H04N1/327—Initiating, continuing or ending a single-mode communication; Handshaking therefor
    • H04N1/32765—Initiating a communication
    • H04N1/32771—Initiating a communication in response to a request, e.g. for a particular document
    • H04N1/32784—Initiating a communication in response to a request, e.g. for a particular document using a voice request
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/332—Query formulation
    • G06F16/3329—Natural language query formulation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G06F40/35—Discourse or dialogue representation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/26—Speech to text systems
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/0035—User-machine interface; Control console
    • H04N1/00352—Input means

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Signal Processing (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Human Computer Interaction (AREA)
  • User Interface Of Digital Computer (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Machine Translation (AREA)
  • Algebra (AREA)
EP17907162.6A 2017-04-25 2017-04-25 INTERACTION OF MACHINE LEARNING COMMANDS Withdrawn EP3616048A4 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2017/029253 WO2018199913A1 (en) 2017-04-25 2017-04-25 Machine-learning command interaction

Publications (2)

Publication Number Publication Date
EP3616048A1 EP3616048A1 (en) 2020-03-04
EP3616048A4 true EP3616048A4 (en) 2020-12-02

Family

ID=63919193

Family Applications (1)

Application Number Title Priority Date Filing Date
EP17907162.6A Withdrawn EP3616048A4 (en) 2017-04-25 2017-04-25 INTERACTION OF MACHINE LEARNING COMMANDS

Country Status (4)

Country Link
US (1) US11509794B2 (en)
EP (1) EP3616048A4 (en)
CN (1) CN110546603A (en)
WO (1) WO2018199913A1 (en)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110019658B (en) * 2017-07-31 2023-01-20 腾讯科技（深圳）有限公司 Method and related device for generating search term
CN113128239B (en) 2018-03-07 2024-04-09 谷歌有限责任公司 Facilitates end-to-end communication with automated assistants in multiple languages
JP7255684B2 (en) * 2019-07-17 2023-04-11 富士通株式会社 Specific Programs, Specific Methods, and Specific Devices
EP3786855A1 (en) * 2019-08-30 2021-03-03 Accenture Global Solutions Limited Automated data processing and machine learning model generation
US11163760B2 (en) * 2019-12-17 2021-11-02 Mastercard International Incorporated Providing a data query service to a user based on natural language request data
US11461400B2 (en) * 2020-01-07 2022-10-04 Dell Products L.P. Using artificial intelligence and natural language processing for data collection in message oriented middleware frameworks
US11429603B2 (en) * 2020-01-07 2022-08-30 Dell Products L.P. Using artificial intelligence and natural language processing for data collection in message oriented middleware frameworks
EP4091063A4 (en) * 2020-01-17 2024-02-21 nference, inc. Systems and methods for mapping a term to a vector representation in a semantic space
US11397667B2 (en) * 2020-02-20 2022-07-26 Accenture Global Solutions Limited Software test case sequencing
CN112199485B (en) * 2020-10-14 2022-10-14 哈尔滨工程大学 Dialog generation method based on personalized open field
US11928111B2 (en) * 2021-03-03 2024-03-12 Samsung Electronics Co., Ltd. Electronic apparatus and method for controlling electronic apparatus
CN113282977A (en) * 2021-03-19 2021-08-20 广州天越电子科技有限公司 CAD Chinese input shortcut command method based on NLP technology bert model
CN115860001B (en) * 2022-12-19 2026-02-03 中国平安人寿保险股份有限公司 Text processing method, device, equipment and medium based on artificial intelligence
US12265556B1 (en) * 2023-09-13 2025-04-01 AFIP Media Inc. Apparatus and method for classifying an entity to an executable data structure

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5377303A (en) * 1989-06-23 1994-12-27 Articulate Systems, Inc. Controlled computer interface
US6665640B1 (en) * 1999-11-12 2003-12-16 Phoenix Solutions, Inc. Interactive speech based learning/training system formulating search queries based on natural language parsing of recognized user queries
US20110063661A1 (en) * 2009-09-11 2011-03-17 Nishihara Yoshito Printer driver, information processing apparatus, and computer-readable storage medium
US20120016678A1 (en) * 2010-01-18 2012-01-19 Apple Inc. Intelligent Automated Assistant
WO2017053208A1 (en) * 2015-09-24 2017-03-30 Microsoft Technology Licensing, Llc Detecting actionable items in a conversation among participants

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8706747B2 (en) * 2000-07-06 2014-04-22 Google Inc. Systems and methods for searching using queries written in a different character-set and/or language from the target pages
GB2380564A (en) * 2001-10-03 2003-04-09 Hewlett Packard Co Method of collecting consumer data
KR100481440B1 (en) 2002-11-06 2005-04-07 주식회사 우심시스템 A portable complex digital assistant
US7606714B2 (en) * 2003-02-11 2009-10-20 Microsoft Corporation Natural language classification within an automated response system
US9294624B2 (en) 2009-01-28 2016-03-22 Virtual Hold Technology, Llc System and method for client interaction application integration
US8983989B2 (en) * 2010-02-05 2015-03-17 Microsoft Technology Licensing, Llc Contextual queries
US20140255895A1 (en) 2013-03-06 2014-09-11 Avaya Inc. System and method for training agents of a contact center
US9698999B2 (en) * 2013-12-02 2017-07-04 Amazon Technologies, Inc. Natural language control of secondary device
US9535960B2 (en) * 2014-04-14 2017-01-03 Microsoft Corporation Context-sensitive search using a deep learning model
US9842586B2 (en) 2014-07-09 2017-12-12 Genesys Telecommunications Laboratories, Inc. System and method for semantically exploring concepts
US9965458B2 (en) 2014-12-09 2018-05-08 Sansa AI Inc. Intelligent system that dynamically improves its knowledge and code-base for natural language understanding
US10482184B2 (en) * 2015-03-08 2019-11-19 Google Llc Context-based natural language processing
US10467268B2 (en) 2015-06-02 2019-11-05 International Business Machines Corporation Utilizing word embeddings for term matching in question answering systems
US10515400B2 (en) * 2016-09-08 2019-12-24 Adobe Inc. Learning vector-space representations of items for recommendations using word embedding models

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5377303A (en) * 1989-06-23 1994-12-27 Articulate Systems, Inc. Controlled computer interface
US6665640B1 (en) * 1999-11-12 2003-12-16 Phoenix Solutions, Inc. Interactive speech based learning/training system formulating search queries based on natural language parsing of recognized user queries
US20110063661A1 (en) * 2009-09-11 2011-03-17 Nishihara Yoshito Printer driver, information processing apparatus, and computer-readable storage medium
US20120016678A1 (en) * 2010-01-18 2012-01-19 Apple Inc. Intelligent Automated Assistant
WO2017053208A1 (en) * 2015-09-24 2017-03-30 Microsoft Technology Licensing, Llc Detecting actionable items in a conversation among participants

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2018199913A1 *

Also Published As

Publication number Publication date
CN110546603A (en) 2019-12-06
US11509794B2 (en) 2022-11-22
US20210112178A1 (en) 2021-04-15
WO2018199913A1 (en) 2018-11-01
EP3616048A1 (en) 2020-03-04

Similar Documents

Publication Publication Date Title
EP3616048A4 (en) INTERACTION OF MACHINE LEARNING COMMANDS
EP3440554A4 (en) SELECTION OF MACHINE LEARNING ALGORITHMS
EP3293592C0 (en) CONTROL OF FUNDS
EP3520068A4 (en) PERSONALIZATION OF TRAINING RECOMMENDATIONS
EP3631692A4 (en) COMPUTERLY EFFICIENT QUATERNION-BASED MACHINE LEARNING SYSTEM
IL260102B (en) An example process control is based on a character
DK3244762T3 (en) Training clothes
PL3893123T3 (en) Hardware accelerated machine learning
EP3461890C0 (en) COMPLETE FERMENTATION OF OLIGOSACCHARIDS
EP3129896C0 (en) AUTHENTICATION OF PHYSICAL OBJECTS USING MACHINE LEARNING FROM MICROSCOPIC VARIATIONS
EP4015535C0 (en) JOB-SPECIFIC Glyco-Engineering of Targeted Parts
GB201610883D0 (en) Privacy-preserving machine learning
EP3193830C0 (en) APREPITANT EMULSION
EP3512567C0 (en) CELL-SPECIFIC EXPRESSION OF MODRNA
EP4224866C0 (en) MEDIA-SYNCHRONIZED CONTROL OF PERIPHERALS
EP3570139A4 (en) CONTROL UNIT
EP3335083C0 (en) RICH CONTEXTUALIZATION OF AUTOMATION DATA
EP3503904C0 (en) ASCAROSIDE TREATMENT OF EOSINOPHILIAN ESOPHAGITIS
PT3230318T (en) COMBINATIONS OF IMMUNITY CONTROL POINTS INHIBITORS
EP3569059A4 (en) MULTITASK MACHINE
IL285132A (en) Modulating the expression of apolipoprotein (a)
EP3373918C0 (en) PRODUCTION OF CARBOXYLATED NANOCELLULOSES
EP3465427A4 (en) CHOREOGRAPHIC DISTRIBUTED EXECUTION OF PROGRAMS
EP3538520C0 (en) SGC STIMULATORS
DK3164150T3 (en) MODIFIED BY WILLEBRAND FACTOR

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20191023

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

AX Request for extension of the european patent

Extension state: BA ME

DAV Request for validation of the european patent (deleted)
DAX Request for extension of the european patent (deleted)
A4 Supplementary search report drawn up and despatched

Effective date: 20201103

RIC1 Information provided on ipc code assigned before grant

Ipc: G06N 20/00 20190101ALI20201028BHEP

Ipc: G10L 17/04 20130101ALI20201028BHEP

Ipc: G10L 15/22 20060101ALN20201028BHEP

Ipc: G10L 17/22 20130101ALI20201028BHEP

Ipc: G06F 3/16 20060101AFI20201028BHEP

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: EXAMINATION IS IN PROGRESS

17Q First examination report despatched

Effective date: 20220207

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE APPLICATION IS DEEMED TO BE WITHDRAWN

18D Application deemed to be withdrawn

Effective date: 20231025